从ClickHouse中流式查询大数据

news/2025/2/15 15:13:00/文章来源:https://www.cnblogs.com/ljknlb/p/18716959

　　提示：本篇不适合手机阅读，主要为了提供代码实现。

　　为了减速少大的Excel文件在内存中驻留，使用流的方式，边查询边组装，边下载文件相对来说是一个好的方式，下面是基于ClickHouse数据源的方式，下载100万条记录的处理方式，本地测试，内存只有100多M的使用，下载完后就会释放。

　　注：下面的代码仅是演示代码，本文中的组装excel参考https://github.com/mini-software/MiniExcel

using Microsoft.Extensions.Configuration;
using System.Globalization;
using System.IO;
using System.IO.Compression;
using System.Text.RegularExpressions;
using System.Text;
using System.Xml;
using Microsoft.AspNetCore.Razor.TagHelpers;
using static System.Net.WebRequestMethods;var builder = WebApplication.CreateBuilder(args);
builder.Services.AddHttpClient();
var app = builder.Build();app.MapGet("/getfile", async (IHttpClientFactory clientFactory, CancellationToken token) =>
{//用http的方式查询clickhousevar client = clientFactory.CreateClient();var sql = "select field1,field2,field3,field4,field5,field6,field7,field8,field9,field10 from tablename order by field1 limit 1000000";var stream = await client.GetStreamAsync($"http://127.0.0.1:8123/?user=dev_owner&password=mypassword&query={sql} FORMAT JSONCompactEachRowWithNamesAndTypes", token);var utf8encoding = new UTF8Encoding(true);var bufferSize = 5 * 1024 * 1024;var memoryStream = new MemoryStream();var archive = new ExcelZipArchive(memoryStream, ZipArchiveMode.Create, true, utf8encoding);var zipDictionary = new Dictionary<string, ZipPackageInfo>();var id = $"R{Guid.NewGuid():N}";var sheetName = "Sheet1";var sheetPath = $"xl/worksheets/sheet1.xml";var sheetIdx = 1;#region 组装openxml的zip{var _defaultRels = ReplaceString(@"<?xml version=""1.0"" encoding=""utf-8""?>
<Relationships xmlns=""http://schemas.openxmlformats.org/package/2006/relationships""><Relationship Type=""http://schemas.openxmlformats.org/officeDocument/2006/relationships/officeDocument"" Target=""xl/workbook.xml"" Id=""Rfc2254092b6248a9"" />
</Relationships>");CreateZipEntry("_rels/.rels", "application/vnd.openxmlformats-package.relationships+xml", _defaultRels);}{var _defaultSharedString = ReplaceString("<?xml version=\"1.0\" encoding=\"UTF-8\" standalone=\"yes\" ?><sst xmlns=\"http://schemas.openxmlformats.org/spreadsheetml/2006/main\" count=\"0\" uniqueCount=\"0\"></sst>");CreateZipEntry("xl/sharedStrings.xml", "application/vnd.openxmlformats-package.relationships+xml", _defaultSharedString);}{var entry = archive.CreateEntry(sheetPath, CompressionLevel.Fastest);using var zipStream = entry.Open();using var writer = new StreamWriter(zipStream, utf8encoding, bufferSize);writer.Write($@"<?xml version=""1.0"" encoding=""utf-8""?><x:worksheet xmlns:x=""http://schemas.openxmlformats.org/spreadsheetml/2006/main"">");var yIndex = 1;var xIndex = 1;{var sReader = new StreamReader(stream);if (!sReader.EndOfStream){var nameLine = await sReader.ReadLineAsync();var typeLine = await sReader.ReadLineAsync();var fieldNameArr = System.Text.Json.JsonSerializer.Deserialize<object[]>(nameLine);int fieldCount = fieldNameArr.Length;//处理列宽度writer.Write($@"<x:cols>");for (int i = 0; i < fieldCount; i++){writer.Write($@"<x:col min=""{i + 1}"" max=""{i + 1}"" {$@"width=""30"""} customWidth=""1"" />");}writer.Write($@"</x:cols>");//处理表格writer.Write("<x:sheetData>");//处理表头writer.Write($"<x:row r=\"{yIndex}\">");xIndex = 1;for (int i = 0; i < fieldCount; i++){var columnName = fieldNameArr[i].ToString();WriteC(writer, "1", columnName);xIndex++;}writer.Write($"</x:row>");yIndex++;}//处理表格数据while (!sReader.EndOfStream){writer.Write($"<x:row r=\"{yIndex}\">");var dataLine = await sReader.ReadLineAsync();var dataArr = System.Text.Json.JsonSerializer.Deserialize<object[]>(dataLine);xIndex = 1;for (var i = 0; i < dataArr.Length; i++){WriteCell(writer, yIndex, xIndex, dataArr[i]);xIndex++;}writer.Write($"</x:row>");yIndex++;}}writer.Write("</x:sheetData>");writer.Write("</x:worksheet>");writer.Flush();}{string _defaultStylesXml = ReplaceString(@"<?xml version=""1.0"" encoding=""utf-8""?>
<x:styleSheet xmlns:x=""http://schemas.openxmlformats.org/spreadsheetml/2006/main""><x:numFmts count=""1""><x:numFmt numFmtId=""0"" formatCode="""" /></x:numFmts><x:fonts count=""2""><x:font><x:vertAlign val=""baseline"" /><x:sz val=""11"" /><x:color rgb=""FF000000"" /><x:name val=""Calibri"" /><x:family val=""2"" /></x:font><x:font><x:vertAlign val=""baseline"" /><x:sz val=""11"" /><x:color rgb=""00000000"" /><x:name val=""Calibri"" /><x:family val=""2"" /></x:font></x:fonts><x:fills count=""3""><x:fill><x:patternFill patternType=""none"" /></x:fill><x:fill><x:patternFill patternType=""gray125"" /></x:fill><x:fill><x:patternFill patternType=""solid""><x:fgColor rgb=""FFFFFFFF"" /></x:patternFill></x:fill></x:fills><x:borders count=""2""><x:border diagonalUp=""0"" diagonalDown=""0""><x:left style=""none""><x:color rgb=""FF000000"" /></x:left><x:right style=""none""><x:color rgb=""FF000000"" /></x:right><x:top style=""none""><x:color rgb=""FF000000"" /></x:top><x:bottom style=""none""><x:color rgb=""FF000000"" /></x:bottom><x:diagonal style=""none""><x:color rgb=""FF000000"" /></x:diagonal></x:border><x:border diagonalUp=""0"" diagonalDown=""0""><x:left style=""thin""><x:color rgb=""FF000000"" /></x:left><x:right style=""thin""><x:color rgb=""FF000000"" /></x:right><x:top style=""thin""><x:color rgb=""FF000000"" /></x:top><x:bottom style=""thin""><x:color rgb=""FF000000"" /></x:bottom><x:diagonal style=""none""><x:color rgb=""FF000000"" /></x:diagonal></x:border></x:borders><x:cellStyleXfs count=""4""><x:xf numFmtId=""0"" fontId=""0"" fillId=""0"" borderId=""0"" applyNumberFormat=""1"" applyFill=""1"" applyBorder=""0"" applyAlignment=""1"" applyProtection=""1""><x:protection locked=""1"" hidden=""0"" /></x:xf><x:xf numFmtId=""14"" fontId=""1"" fillId=""2"" borderId=""1"" applyNumberFormat=""1"" applyFill=""0"" applyBorder=""1"" applyAlignment=""1"" applyProtection=""1""><x:protection locked=""1"" hidden=""0"" /></x:xf><x:xf numFmtId=""0"" fontId=""0"" fillId=""0"" borderId=""1"" applyNumberFormat=""1"" applyFill=""1"" applyBorder=""1"" applyAlignment=""1"" applyProtection=""1""><x:protection locked=""1"" hidden=""0"" /></x:xf><x:xf numFmtId=""3"" fontId=""0"" fillId=""0"" borderId=""1"" applyNumberFormat=""1"" applyFill=""1"" applyBorder=""1"" applyAlignment=""1"" applyProtection=""1""><x:protection locked=""1"" hidden=""0""/></x:xf></x:cellStyleXfs><x:cellXfs count=""5""><x:xf></x:xf><x:xf numFmtId=""0"" fontId=""1"" fillId=""2"" borderId=""1"" xfId=""0"" applyNumberFormat=""1"" applyFill=""0"" applyBorder=""1"" applyAlignment=""1"" applyProtection=""1""><x:alignment horizontal=""left"" vertical=""bottom"" textRotation=""0"" wrapText=""0"" indent=""0"" relativeIndent=""0"" justifyLastLine=""0"" shrinkToFit=""0"" readingOrder=""0"" /><x:protection locked=""1"" hidden=""0"" /></x:xf><x:xf numFmtId=""0"" fontId=""0"" fillId=""0"" borderId=""1"" xfId=""0"" applyNumberFormat=""1"" applyFill=""1"" applyBorder=""1"" applyAlignment=""1"" applyProtection=""1""><x:alignment horizontal=""general"" vertical=""bottom"" textRotation=""0"" wrapText=""0"" indent=""0"" relativeIndent=""0"" justifyLastLine=""0"" shrinkToFit=""0"" readingOrder=""0"" /><x:protection locked=""1"" hidden=""0"" /></x:xf><x:xf numFmtId=""14"" fontId=""0"" fillId=""0"" borderId=""1"" xfId=""0"" applyNumberFormat=""1"" applyFill=""1"" applyBorder=""1"" applyAlignment=""1"" applyProtection=""1""><x:alignment horizontal=""general"" vertical=""bottom"" textRotation=""0"" wrapText=""0"" indent=""0"" relativeIndent=""0"" justifyLastLine=""0"" shrinkToFit=""0"" readingOrder=""0"" /><x:protection locked=""1"" hidden=""0"" /></x:xf><x:xf numFmtId=""0"" fontId=""0"" fillId=""0"" borderId=""1"" xfId=""0"" applyBorder=""1"" applyAlignment=""1""><x:alignment horizontal=""fill""/></x:xf><x:xf numFmtId=""3"" fontId=""0"" fillId=""0"" borderId=""1"" xfId=""0"" applyNumberFormat=""1"" applyFill=""1"" applyBorder=""1"" applyAlignment=""1"" applyProtection=""1""><x:alignment horizontal=""center"" vertical=""center"" textRotation=""0"" wrapText=""0"" indent=""0"" relativeIndent=""0"" justifyLastLine=""0"" shrinkToFit=""0"" readingOrder=""0""/><x:protection locked=""1"" hidden=""0""/></x:xf></x:cellXfs><x:cellStyles count=""1""><x:cellStyle name=""Normal"" xfId=""0"" builtinId=""0"" /></x:cellStyles>
</x:styleSheet>");var styleXml = _defaultStylesXml;CreateZipEntry(@"xl/styles.xml", "application/vnd.openxmlformats-officedocument.spreadsheetml.styles+xml", styleXml);}{string _defaultDrawingXmlRels = ReplaceString(@"<?xml version=""1.0"" encoding=""utf-8"" standalone=""yes""?>
<Relationships xmlns=""http://schemas.openxmlformats.org/package/2006/relationships"">{{format}}
</Relationships>");var drawing = new StringBuilder();CreateZipEntry($"xl/drawings/_rels/drawing1.xml.rels", "",_defaultDrawingXmlRels.Replace("{{format}}", drawing.ToString()));}{var drawing = new StringBuilder();string _defaultDrawing = ReplaceString(@"<?xml version=""1.0"" encoding=""utf-8"" standalone=""yes""?>
<xdr:wsDr xmlns:a=""http://schemas.openxmlformats.org/drawingml/2006/main""xmlns:r=""http://schemas.openxmlformats.org/officeDocument/2006/relationships""xmlns:xdr=""http://schemas.openxmlformats.org/drawingml/2006/spreadsheetDrawing"">{{format}}
</xdr:wsDr>");CreateZipEntry($"xl/drawings/drawing1.xml", "application/vnd.openxmlformats-officedocument.drawing+xml",_defaultDrawing.Replace("{{format}}", drawing.ToString()));}{var workbookXml = new StringBuilder();var workbookRelsXml = new StringBuilder();var sheetId = 1;workbookXml.AppendLine($@"<x:sheet name=""{sheetName}"" sheetId=""{sheetId}"" r:id=""{id}"" />");workbookRelsXml.AppendLine($@"<Relationship Type=""http://schemas.openxmlformats.org/officeDocument/2006/relationships/worksheet"" Target=""/{sheetPath}"" Id=""{id}"" />");var sheetRelsXml = ReplaceString($@"<Relationship Type=""http://schemas.openxmlformats.org/officeDocument/2006/relationships/drawing"" Target=""../drawings/drawing{sheetId}.xml"" Id=""drawing{sheetId}"" />");string _defaultSheetRelXml = ReplaceString(@"<?xml version=""1.0"" encoding=""UTF-8"" standalone=""yes""?>
<Relationships xmlns=""http://schemas.openxmlformats.org/package/2006/relationships"">{{format}}
</Relationships>");CreateZipEntry($"xl/worksheets/_rels/sheet{sheetIdx}.xml.rels", "",_defaultSheetRelXml.Replace("{{format}}", sheetRelsXml));string _defaultWorkbookXml = ReplaceString(@"<?xml version=""1.0"" encoding=""utf-8""?>
<x:workbook xmlns:r=""http://schemas.openxmlformats.org/officeDocument/2006/relationships""xmlns:x=""http://schemas.openxmlformats.org/spreadsheetml/2006/main""><x:sheets>{{sheets}}</x:sheets>
</x:workbook>");CreateZipEntry(@"xl/workbook.xml", "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet.main+xml",_defaultWorkbookXml.Replace("{{sheets}}", workbookXml.ToString()));string _defaultWorkbookXmlRels = ReplaceString(@"<?xml version=""1.0"" encoding=""utf-8""?>
<Relationships xmlns=""http://schemas.openxmlformats.org/package/2006/relationships"">{{sheets}}<Relationship Type=""http://schemas.openxmlformats.org/officeDocument/2006/relationships/styles"" Target=""/xl/styles.xml"" Id=""R3db9602ace774fdb"" />
</Relationships>");CreateZipEntry(@"xl/_rels/workbook.xml.rels", "",_defaultWorkbookXmlRels.Replace("{{sheets}}", workbookRelsXml.ToString()));var sb = new StringBuilder(@"<?xml version=""1.0"" encoding=""UTF-8"" standalone=""yes""?><Types xmlns=""http://schemas.openxmlformats.org/package/2006/content-types""><Default ContentType=""application/vnd.openxmlformats-officedocument.spreadsheetml.printerSettings"" Extension=""bin""/><Default ContentType=""application/xml"" Extension=""xml""/><Default ContentType=""image/jpeg"" Extension=""jpg""/><Default ContentType=""image/png"" Extension=""png""/><Default ContentType=""image/gif"" Extension=""gif""/><Default ContentType=""application/vnd.openxmlformats-package.relationships+xml"" Extension=""rels""/>");foreach (var p in zipDictionary){sb.Append($"<Override ContentType=\"{p.Value.ContentType}\" PartName=\"/{p.Key}\" />");}sb.Append("</Types>");var entry = archive.CreateEntry("[Content_Types].xml", CompressionLevel.Fastest);using var zipStream = entry.Open();using var writer = new StreamWriter(zipStream, utf8encoding, bufferSize);writer.Write(sb.ToString());}#endregionarchive.Dispose();void CreateZipEntry(string path, string contentType, string content){var entry = archive.CreateEntry(path, CompressionLevel.Fastest);using var zipStream = entry.Open();using var writer = new StreamWriter(zipStream, utf8encoding, bufferSize);writer.Write(content);if (!string.IsNullOrEmpty(contentType))zipDictionary.Add(path, new ZipPackageInfo(entry, contentType));}memoryStream.Seek(0, SeekOrigin.Begin);await memoryStream.FlushAsync(token);return TypedResults.File(fileStream: memoryStream, contentType: "application/octet-stream", fileDownloadName: $"{DateTime.Now.ToString("yyyyMMddhhssmm")}.xlsx");});
app.Run();string ReplaceString(string xml) => xml.Replace("\r", "").Replace("\n", "").Replace("\t", "");string ConvertXyToCell(int x, int y)
{int dividend = x;string columnName = String.Empty;int modulo;while (dividend > 0){modulo = (dividend - 1) % 26;columnName = Convert.ToChar(65 + modulo).ToString() + columnName;dividend = (int)((dividend - modulo) / 26);}return $"{columnName}{y}";
}void WriteC(StreamWriter writer, string r, string columnName)
{writer.Write($"<x:c r=\"{r}\" t=\"str\" s=\"1\">");writer.Write($"<x:v>{EncodeXML(columnName)}"); //issue I45TF5writer.Write($"</x:v>");writer.Write($"</x:c>");
}void WriteCell(StreamWriter writer, int rowIndex, int cellIndex, object value)
{var v = string.Empty;var t = "str";var s = "2";if (value == null){v = "";}else if (value is string str){v = EncodeXML(str);}else{var type = value.GetType();type = Nullable.GetUnderlyingType(type) ?? type;if (IsNumericType(type)){t = "n";//if (isMoney)//{//    s = "5";//}if (type.IsAssignableFrom(typeof(decimal)))v = ((decimal)value).ToString(CultureInfo.InvariantCulture);else if (type.IsAssignableFrom(typeof(Int32)))v = ((Int32)value).ToString(CultureInfo.InvariantCulture);else if (type.IsAssignableFrom(typeof(Double)))v = ((Double)value).ToString(CultureInfo.InvariantCulture);else if (type.IsAssignableFrom(typeof(Int64)))v = ((Int64)value).ToString(CultureInfo.InvariantCulture);else if (type.IsAssignableFrom(typeof(UInt32)))v = ((UInt32)value).ToString(CultureInfo.InvariantCulture);else if (type.IsAssignableFrom(typeof(UInt16)))v = ((UInt16)value).ToString(CultureInfo.InvariantCulture);else if (type.IsAssignableFrom(typeof(UInt64)))v = ((UInt64)value).ToString(CultureInfo.InvariantCulture);else if (type.IsAssignableFrom(typeof(Int16)))v = ((Int16)value).ToString(CultureInfo.InvariantCulture);else if (type.IsAssignableFrom(typeof(Single)))v = ((Single)value).ToString(CultureInfo.InvariantCulture);else if (type.IsAssignableFrom(typeof(Single)))v = ((Single)value).ToString(CultureInfo.InvariantCulture);elsev = (decimal.Parse(value.ToString())).ToString(CultureInfo.InvariantCulture);}else if (type == typeof(bool)){t = "b";v = (bool)value ? "1" : "0";}else if (type == typeof(DateTime)){t = null;s = "3";v = ((DateTime)value).ToOADate().ToString(CultureInfo.InvariantCulture);}else{v = EncodeXML(value.ToString());}}var columname = ConvertXyToCell(cellIndex, rowIndex);if (v != null && (v.StartsWith(" ", StringComparison.Ordinal) || v.EndsWith(" ", StringComparison.Ordinal))) writer.Write($"<x:c r=\"{columname}\" {(t == null ? "" : $"t =\"{t}\"")} s=\"{s}\" xml:space=\"preserve\"><x:v>{v}</x:v></x:c>");elsewriter.Write($"<x:c r=\"{columname}\" {(t == null ? "" : $"t =\"{t}\"")} s=\"{s}\"><x:v>{v}</x:v></x:c>");
}bool IsNumericType(Type type, bool isNullableUnderlyingType = false)
{if (isNullableUnderlyingType)type = Nullable.GetUnderlyingType(type) ?? type;switch (Type.GetTypeCode(type)){//case TypeCode.Byte://case TypeCode.SByte:case TypeCode.UInt16:case TypeCode.UInt32:case TypeCode.UInt64:case TypeCode.Int16:case TypeCode.Int32:case TypeCode.Int64:case TypeCode.Decimal:case TypeCode.Double:case TypeCode.Single:return true;default:return false;}
}string EncodeXML(string value) => value == null? string.Empty: XmlEncoder.EncodeString(value).Replace("&", "&amp;").Replace("<", "&lt;").Replace(">", "&gt;").Replace("\"", "&quot;").Replace("'", "&apos;").ToString();public class ExcelZipArchive : ZipArchive
{public ExcelZipArchive(Stream stream, ZipArchiveMode mode, bool leaveOpen, Encoding entryNameEncoding): base(stream, mode, leaveOpen, entryNameEncoding){}public new void Dispose(){Dispose(disposing: true);GC.SuppressFinalize(this);}
}class XmlEncoder
{private static readonly Regex xHHHHRegex = new Regex("_(x[\\dA-Fa-f]{4})_", RegexOptions.Compiled);private static readonly Regex Uppercase_X_HHHHRegex = new Regex("_(X[\\dA-Fa-f]{4})_", RegexOptions.Compiled);public static StringBuilder EncodeString(string encodeStr){if (encodeStr == null) return null;encodeStr = xHHHHRegex.Replace(encodeStr, "_x005F_$1_");var sb = new StringBuilder(encodeStr.Length);foreach (var ch in encodeStr){if (XmlConvert.IsXmlChar(ch))sb.Append(ch);elsesb.Append(XmlConvert.EncodeName(ch.ToString()));}return sb;}public static string DecodeString(string decodeStr){if (string.IsNullOrEmpty(decodeStr))return string.Empty;decodeStr = Uppercase_X_HHHHRegex.Replace(decodeStr, "_x005F_$1_");return XmlConvert.DecodeName(decodeStr);}private static readonly Regex EscapeRegex = new Regex("_x([0-9A-F]{4,4})_");public static string ConvertEscapeChars(string input){return EscapeRegex.Replace(input, m => ((char)uint.Parse(m.Groups[1].Value, NumberStyles.HexNumber)).ToString());}
}internal class ZipPackageInfo
{public ZipArchiveEntry ZipArchiveEntry { get; set; }public string ContentType { get; set; }public ZipPackageInfo(ZipArchiveEntry zipArchiveEntry, string contentType){this.ZipArchiveEntry = zipArchiveEntry;ContentType = contentType;}
}
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